Advanced Certificate in ML Model Performance Tuning
-- ViewingNowThe Advanced Certificate in ML Model Performance Tuning is a comprehensive course designed to enhance your expertise in optimizing machine learning models. This certification focuses on the critical aspect of model performance tuning, which is essential to deliver accurate and efficient predictions in real-world scenarios.
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⢠Advanced ML Model Evaluation Metrics
⢠Hyperparameter Tuning in Machine Learning
⢠Grid Search and Randomized Search Techniques
⢠Cross-Validation in Model Performance Tuning
⢠Regularization Techniques (L1, L2) for Model Performance
⢠Feature Scaling and its Impact on Model Performance
⢠Model Ensembles and Boosting Techniques
⢠Advanced Optimization Algorithms in ML
⢠Model Interpretability and Explainability in Performance Tuning
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